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News

[2024 Jan] Our paper "VisionScaling: Dynamic Deep Learning Model and Resource Scaling in Mobile Vision Applications" is accpeted in IEEE Internet of Things Journal (IF: 10.6, JCR Top 3%)

[2023 Sep] I presented our research "Dynamic Interplay Between Service Caching and Code Offloading in Mobile-Edge-Cloud Networks" in 2023 20th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), Madrid, Spain (BK21+ 우수국제학술대회).

[2023 Feb] I passed PhD Qualifying Examination. 

[2022 Oct] I received student travel grant from ACM MobiHoc 2022.

[2022 Feb] We have won Bronze Prize in Samsung HumanTech Paper Award with a research on "VisionScaling: Dynamic Learning and Resource Scaling in Mobile Vision Applications" under joint supervision with Prof. Yeongjin Kim in Inha University. [link] 

[2020 Mar] I joined DGIST as an M.S. student.

[2016 Mar] I joined DGIST as a B.S. student.

Education

Integrated M.S. & Ph.D. Course in Electrical and Computer Engineering 

Mar. 2020 ~

Daegu Gyeongbuk Institute of Science and Technology (DGIST)

Intelligent Computing & Networking Lab. [link]

B.S. in Electrical Engineering 

Mar. 2016 - Feb. 2020

Daegu Gyeongbuk Institute of Science and Technology (DGIST)

Publications

Google Scholar: link

Journal Publications

1. Pyeongjun Choi†, Dongho Ham†, Yeongjin Kim and Jeongho Kwak, “VisionScaling: Dynamic Deep Learning Model and Resource Scaling in Mobile Vision Applications”, IEEE Internet of Things, to appear. (IF: 10.6, JCR Top 3% in Computer Science, Information systems).

2. Dongho Ham, Yeongjin Kim and Jeongho Kwak, “Optimal Computation Load Balancing for Integrated Service Caching and Offloading Systems in Hierarchical Cloud Architecture”, submitted to IEEE Transactions on Services Computing.

International Conference Publications

1. Dongho Ham, Yeongjin Kim and Jeongho Kwak, “Dynamic Interplay Between Service Caching and Code Offloading in Mobile-Edge-Cloud Networks,” in Proc. of 2023 20th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), Madrid, Spain, Sep. 2023, pp.339-347 (Acceptance Ratio: 23.6%=43/182)

2. Dongho Ham and Jeongho Kwak, “Survey on 6G System for AI-Native Services,” in Proc. of ICTC, Jeju, South Korea, Oct. 2022.

3. Jeonghwan Kim, Dongho Ham, Taeyeon Kim and Jeongho Kwak, “Survey on Satellite-Mobile Code Offloading,” in Proc. of ICTC, Jeju, South Korea, Oct. 2022.

Domestic Conference Publications

1. 함동호, 곽정호, "위성 통신 환경에서의 정보의 최신성 연구," 한국통신학회, 하계종합학술발표회, Jun. 2023.

2. 함동호, 곽정호, "동적 상호작용: 6G MEC/Cloud 지원 서비스에서의 서비스 캐싱과 오프로딩 최적화," 한국통신학회, 동계종합학술발표회, Feb. 2023.

3. 김정환, 함동호, 김태연, 곽정호, "저궤도 위성-지상 통합 네트워크 아키텍처에서의 엣지 컴퓨팅을 위한 동적 오프로딩 최적화," 한국통신학회, 동계종합학술발표회, Feb. 2023.

4. 함동호, 곽정호, "엣지/클라우드 컴퓨팅 지원 모바일 시스템을 위한 서비스 캐싱 연구," 한국통신학회, 추계종합학술발표회, Nov. 2022.

5. 김정환, 함동호, 김태연, 곽정호, "저궤도 위성-모바일 엣지 컴퓨팅 모델을 위한 동적 최적화 알고리즘," 한국통신학회, 추계종합학술발표회, Nov. 2022.

6. 최평준, 함동호, 김영진, 곽정호, "모바일 AI에서의 학습모델과 자원 공동제어의 영향에 관한 연구," 한국통신학회, 동계종합학술발표회, Feb. 2022.

Patents

International Patents

1. J. Kim, J. Kwak, T. Kim, and D. Ham, "Method and Apparatus for Performing Task Offloading Between Terminal and Satellite in MEC Network," Application Number: 18230216, US, Aug. 2023

2. 함동호, 곽정호, "실시간 엣지 컴퓨팅 사용률을 반영한 동적 서비스 캐싱 시스템 및 방법," 출원번호: PCT/KR2023/017094

Domestic Patents

1. 함동호, 곽정호, "실시간 엣지 컴퓨팅 사용률을 반영한 동적 서비스 캐싱 시스템 및 방법," 출원번호: 10-2022-0185414

2. 김영진, 함동호, 곽정호, 최평준, "단말의 자원과 학습 모델을 동시에 최적화하는 방법 및 장치," 출원번호: 10-2023-0044201

3. 김정환, 곽정호, 김태연, 함동호, "MEC 네트워크에서 단말-위성 간 태스크 오프로딩 수행 방법 및 장치," 등록번호: 10-2484004, KR, Dec.2022.

Honors and Awards

• ACM MobiHoc 2022 student travel grant

• 28th Samsung HumanTech Paper Award, Samsung Electronics Corp, Bronze Prize

• Korea Government Full Scholarship, for 8 consecutive undergraduate semesters

Professional Service Activities

Reviews for journals including:

• IEEE Transactions on Networking

• IEEE Transactions on Wireless Communications

• IEEE Internet of Things Journal

Reviews for conferences including:

• IEEE ICC 2023

• IEEE CCNC 2023, 2024

• IEEE WiOpt 2022, 2023

• ICTC 2022

• IEEE Globecom 2021, 2023